alexjiaguo

Dify Mcp

Name: Dify Mcp
Author: alexjiaguo

Testing community

SOURCE https://github.com/alexjiaguo/dify-mcp

Description

The most complete Dify MCP server + CLI - 138 tools that let any AI agent build, test & ship Dify workflows autonomously. Works with Claude Code, Codex, Gemini, Cursor.

Installation

This entry records only its repository, not the path inside it, so there is no exact command to give. Open the source below and copy the folder into ~/.claude/skills/, or the file into ~/.claude/agents/.

README

dify-mcp

The most complete MCP server + CLI for [Dify](https://github.com/langgenius/dify)

**143 tools. 16 namespaces. One registry.** Let any AI agent build, test, and ship Dify workflows autonomously — everything a human can do in the UI, now scriptable.

[![License: Apache-2.0](https://img.shields.io/badge/license-Apache--2.0-blue.svg)](LICENSE) [![Node >= 23.6](https://img.shields.io/badge/node-%E2%89%A523.6-green.svg)](https://nodejs.org) [![143 Tools](https://img.shields.io/badge/tools-143-purple.svg)](#tools) [![Live Verified](https://img.shields.io/badge/live--verified-cloud.dify.ai-brightgreen.svg)](#live-verified)

Works with **Claude Code** · **Codex** · **Gemini CLI** · **Cursor** · **Cline** · **Windsurf** · **Roo Code** · **Continue** · **Aider** · **Zed** — and any other MCP-compatible or shell-capable agent.

What is this?

Dify is a powerful open-source LLM app platform — but its workflow builder is a **visual drag-and-drop editor**. What if you want an AI agent to *programmatically* create workflows, wire up nodes, test them, iterate, and publish — without a browser?

**dify-mcp** is the bridge. It exposes the **entire Dify console API** as a unified tool registry with **two surfaces**: a CLI any shell-capable agent can drive, and an MCP server (stdio or Streamable HTTP) any MCP-compatible host can attach. Same 143 tools, same JSON contract, same safety guarantees.

┌──────────────────────────────────────────────────────────┐
│                    dify-mcp                              │
│                                                          │
│   ┌──────────┐    ┌────────────────────┐    ┌─────────┐ │
│   │  CLI     │───▶│   143-tool         │───▶│  Dify   │ │
│   │  difywf  │    │   registry         │    │  API    │ │
│   └──────────┘    │                    │    └─────────┘ │
│   ┌──────────┐    │  app · workflow    │         ▲      │
│   │  MCP     │───▶│  provider · rag    │─────────┘      │